Claude Vision Object Detection is a Python-based tool that utilizes the Claude 3.5 Sonnet Vision API to detect objects in images and visualize them. This tool automatically draws bounding boxes around detected objects, labels them, and displays confidence scores. It supports processing either single images or entire directories, providing high-precision confidence scores and using vibrant, distinct colors for each detected object. Additionally, it saves annotated images with the detection results.